Overview

Dataset Statistics

Number of Variables 47
Number of Rows 17576
Missing Cells 21298
Missing Cells (%) 2.6%
Duplicate Rows 0
Duplicate Rows (%) 0.0%
Total Size in Memory 3.3 MB
Average Row Size in Memory 196.0 B
Variable Types
  • DateTime: 2
  • Numerical: 36
  • Categorical: 9

Dataset Insights

fresh_snow_12h:cm and snow_depth:cm have similar distributions Similar Distribution
fresh_snow_3h:cm and fresh_snow_6h:cm have similar distributions Similar Distribution
precip_5min:mm and snow_melt_10min:mm have similar distributions Similar Distribution
ceiling_height_agl:m has 4596 (26.15%) missing values Missing
cloud_base_agl:m has 2804 (15.95%) missing values Missing
snow_density:kgm3 has 13898 (79.07%) missing values Missing
clear_sky_energy_1h:J is skewed Skewed
clear_sky_rad:W is skewed Skewed
cloud_base_agl:m is skewed Skewed
diffuse_rad:W is skewed Skewed
diffuse_rad_1h:J is skewed Skewed
direct_rad:W is skewed Skewed
direct_rad_1h:J is skewed Skewed
effective_cloud_cover:p is skewed Skewed
fresh_snow_12h:cm is skewed Skewed
fresh_snow_1h:cm is skewed Skewed
fresh_snow_24h:cm is skewed Skewed
fresh_snow_3h:cm is skewed Skewed
fresh_snow_6h:cm is skewed Skewed
precip_5min:mm is skewed Skewed
prob_rime:p is skewed Skewed
snow_depth:cm is skewed Skewed
snow_melt_10min:mm is skewed Skewed
snow_water:kgm2 is skewed Skewed
super_cooled_liquid_water:kgm2 is skewed Skewed
total_cloud_cover:p is skewed Skewed
elevation:m has constant value "24.0" Constant
snow_density:kgm3 has constant value "250.0" Constant
snow_drift:idx has constant value "0.0" Constant
elevation:m has constant length 4 Constant Length
is_day:idx has constant length 3 Constant Length
is_in_shadow:idx has constant length 3 Constant Length
precip_type_5min:idx has constant length 3 Constant Length
snow_density:kgm3 has constant length 5 Constant Length
snow_drift:idx has constant length 3 Constant Length
sun_elevation:d has 11434 (65.05%) negatives Negatives
wind_speed_u_10m:ms has 8791 (50.02%) negatives Negatives
wind_speed_v_10m:ms has 3503 (19.93%) negatives Negatives
clear_sky_energy_1h:J has 10702 (60.89%) zeros Zeros
clear_sky_rad:W has 11434 (65.05%) zeros Zeros
diffuse_rad:W has 11437 (65.07%) zeros Zeros
diffuse_rad_1h:J has 10702 (60.89%) zeros Zeros
direct_rad:W has 13459 (76.58%) zeros Zeros
direct_rad_1h:J has 12593 (71.65%) zeros Zeros
effective_cloud_cover:p has 1007 (5.73%) zeros Zeros
fresh_snow_12h:cm has 13446 (76.5%) zeros Zeros
fresh_snow_1h:cm has 16269 (92.56%) zeros Zeros
fresh_snow_24h:cm has 11886 (67.63%) zeros Zeros
fresh_snow_3h:cm has 15518 (88.29%) zeros Zeros
fresh_snow_6h:cm has 14693 (83.6%) zeros Zeros
precip_5min:mm has 16717 (95.11%) zeros Zeros
prob_rime:p has 14895 (84.75%) zeros Zeros
snow_depth:cm has 13898 (79.07%) zeros Zeros
snow_melt_10min:mm has 17079 (97.17%) zeros Zeros
snow_water:kgm2 has 12478 (70.99%) zeros Zeros
super_cooled_liquid_water:kgm2 has 14199 (80.79%) zeros Zeros
total_cloud_cover:p has 995 (5.66%) zeros Zeros
  • 1
  • 2
  • 3
  • 4
  • 5
  • 6

Variables


date_calc

datetime

Distinct Count 184.2588
Approximate Unique (%) 1.0%
Missing 0
Missing (%) 0.0%
Memory Size 137.4 KB
Minimum 2022-10-27 07:00:18
Maximum 2023-04-29 07:00:05

date_forecast

datetime

Distinct Count 17571.4878
Approximate Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Memory Size 137.4 KB
Minimum 2022-10-28 22:00:00
Maximum 2023-04-30 23:45:00

absolute_humidity_2m:gm3

numerical

Approximate Distinct Count 82
Approximate Unique (%) 0.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 3.9273
Minimum 0.8
Maximum 8.9
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • absolute_humidity_2m:gm3 is skewed right (γ1 = 0.3725999891757965)

Quantile Statistics

Minimum 0.8
5-th Percentile 1.5
Q1 2.8
Median 3.8
Q3 4.9
95-th Percentile 6.8
Maximum 8.9
Range 8.1
IQR 2.1

Descriptive Statistics

Mean 3.9273
Standard Deviation 1.5732107
Variance 2.475
Sum 69027.1016
Skewness 0.3726
Kurtosis -0.3053
Coefficient of Variation 0.4006
  • absolute_humidity_2m:gm3 has 146 outliers

air_density_2m:kgm3

numerical

Approximate Distinct Count 177
Approximate Unique (%) 1.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 1.2816
Minimum 1.207
Maximum 1.384
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • air_density_2m:kgm3 is skewed right (γ1 = 0.5156999826431274)

Quantile Statistics

Minimum 1.207
5-th Percentile 1.231
Q1 1.261
Median 1.278
Q3 1.301
95-th Percentile 1.344
Maximum 1.384
Range 0.177
IQR 0.04

Descriptive Statistics

Mean 1.2816
Standard Deviation 0.032245856
Variance 0.00104
Sum 22525.0137
Skewness 0.5157
Kurtosis 0.2332
Coefficient of Variation 0.02516
  • air_density_2m:kgm3 has 388 outliers

ceiling_height_agl:m

numerical

Approximate Distinct Count 10653
Approximate Unique (%) 82.1%
Missing 4596
Missing (%) 26.2%
Infinite 0
Infinite (%) 0.0%
Memory Size 152.1 KB
Mean 3403.2126
Minimum 27.6
Maximum 12115.4004
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • ceiling_height_agl:m is skewed right (γ1 = 0.82669997215271)

Quantile Statistics

Minimum 27.6
5-th Percentile 430.98
Q1 1266.375
Median 2871.15
Q3 4948.5499
95-th Percentile 8345.4004
Maximum 12115.4004
Range 12087.8004
IQR 3682.1749

Descriptive Statistics

Mean 3403.2126
Standard Deviation 2507.6
Variance 6.2881e+06
Sum 4.4174e+07
Skewness 0.8267
Kurtosis -0.07763
Coefficient of Variation 0.7368
  • ceiling_height_agl:m has 86 outliers

clear_sky_energy_1h:J

numerical

Approximate Distinct Count 6870
Approximate Unique (%) 39.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 237646.5944
Minimum 0
Maximum 2.5584e+06
Zeros 10702
Zeros (%) 60.9%
Negatives 0
Negatives (%) 0.0%
  • clear_sky_energy_1h:J is skewed right (γ1 = 2.523099899291992)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 138800.7734
95-th Percentile 1.592e+06
Maximum 2.5584e+06
Range 2.5584e+06
IQR 138800.7734

Descriptive Statistics

Mean 237646.5944
Standard Deviation 518004.7
Variance 2.6833e+11
Sum 4.1769e+09
Skewness 2.5231
Kurtosis 5.6372
Coefficient of Variation 2.1797
  • clear_sky_energy_1h:J is not normally distributed (p-value 5.737066497673416e-25)
  • clear_sky_energy_1h:J has 3247 outliers

clear_sky_rad:W

numerical

Approximate Distinct Count 3294
Approximate Unique (%) 18.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 66.0131
Minimum 0
Maximum 712.3
Zeros 11434
Zeros (%) 65.0%
Negatives 0
Negatives (%) 0.0%
  • clear_sky_rad:W is skewed right (γ1 = 2.5223000049591064)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 37.8
95-th Percentile 443.4
Maximum 712.3
Range 712.3
IQR 37.8

Descriptive Statistics

Mean 66.0131
Standard Deviation 144.34802
Variance 20836.3516
Sum 1.1602e+06
Skewness 2.5223
Kurtosis 5.6295
Coefficient of Variation 2.1867
  • clear_sky_rad:W is not normally distributed (p-value 5.715618970782824e-25)
  • clear_sky_rad:W has 3280 outliers

cloud_base_agl:m

numerical

Approximate Distinct Count 10974
Approximate Unique (%) 74.3%
Missing 2804
Missing (%) 16.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 173.1 KB
Mean 1738.4427
Minimum 27.3
Maximum 10725.5996
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • cloud_base_agl:m is skewed right (γ1 = 1.9569000005722046)

Quantile Statistics

Minimum 27.3
5-th Percentile 190
Q1 515.275
Median 989.05
Q3 2067.025
95-th Percentile 6241.7998
Maximum 10725.5996
Range 10698.2996
IQR 1551.75

Descriptive Statistics

Mean 1738.4427
Standard Deviation 1914.491
Variance 3.6653e+06
Sum 2.568e+07
Skewness 1.9569
Kurtosis 3.5921
Coefficient of Variation 1.1013
  • cloud_base_agl:m is not normally distributed (p-value 1.208038522822342e-09)
  • cloud_base_agl:m has 1561 outliers

dew_or_rime:idx

categorical

Approximate Distinct Count 3
Approximate Unique (%) 0.0%
Missing 0
Missing (%) 0.0%
Memory Size 1.1 MB
  • The largest value (0.0) is over 6.11 times larger than the second largest value (-1.0)

Length

Mean 3.1348
Standard Deviation 0.3415
Median 3
Minimum 3
Maximum 4

Sample

1st row 1.0
2nd row 1.0
3rd row 1.0
4th row 1.0
5th row 1.0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 2369
Decimal Number 35152
  • The top 2 categories (0.0, -1.0) take over 50.0%
  • The largest value (00) is over 4.69 times larger than the second largest value (10)

dew_point_2m:K

numerical

Approximate Distinct Count 306
Approximate Unique (%) 1.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 269.5056
Minimum 251.9
Maximum 282.4
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • dew_point_2m:K is skewed left (γ1 = -0.4009000062942505)

Quantile Statistics

Minimum 251.9
5-th Percentile 258.7
Q1 265.9
Median 269.9
Q3 273.6
95-th Percentile 278.2
Maximum 282.4
Range 30.5
IQR 7.7

Descriptive Statistics

Mean 269.5056
Standard Deviation 5.731794
Variance 32.8535
Sum 4.7368e+06
Skewness -0.4009
Kurtosis -0.2256
Coefficient of Variation 0.02127
  • dew_point_2m:K has 108 outliers

diffuse_rad:W

numerical

Approximate Distinct Count 1864
Approximate Unique (%) 10.6%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 23.3726
Minimum 0
Maximum 319
Zeros 11437
Zeros (%) 65.1%
Negatives 0
Negatives (%) 0.0%
  • diffuse_rad:W is skewed right (γ1 = 2.50819993019104)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 23.3
95-th Percentile 131.125
Maximum 319
Range 319
IQR 23.3

Descriptive Statistics

Mean 23.3726
Standard Deviation 46.999947
Variance 2208.995
Sum 410796.4062
Skewness 2.5082
Kurtosis 6.4986
Coefficient of Variation 2.0109
  • diffuse_rad:W is not normally distributed (p-value 6.111446902990997e-25)
  • diffuse_rad:W has 2824 outliers

diffuse_rad_1h:J

numerical

Approximate Distinct Count 6870
Approximate Unique (%) 39.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 84142.2085
Minimum 0
Maximum 1.1117e+06
Zeros 10702
Zeros (%) 60.9%
Negatives 0
Negatives (%) 0.0%
  • diffuse_rad_1h:J is skewed right (γ1 = 2.4986000061035156)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 81774.5527
95-th Percentile 469699.3516
Maximum 1.1117e+06
Range 1.1117e+06
IQR 81774.5527

Descriptive Statistics

Mean 84142.2085
Standard Deviation 166938.83
Variance 2.7869e+10
Sum 1.4789e+09
Skewness 2.4986
Kurtosis 6.4153
Coefficient of Variation 1.984
  • diffuse_rad_1h:J is not normally distributed (p-value 7.003462545291067e-25)
  • diffuse_rad_1h:J has 2826 outliers

direct_rad:W

numerical

Approximate Distinct Count 1975
Approximate Unique (%) 11.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 25.4399
Minimum 0
Maximum 531.4
Zeros 13459
Zeros (%) 76.6%
Negatives 0
Negatives (%) 0.0%
  • direct_rad:W is skewed right (γ1 = 3.9279000759124756)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0
95-th Percentile 142.25
Maximum 531.4
Range 531.4
IQR 0

Descriptive Statistics

Mean 25.4399
Standard Deviation 79.14526
Variance 6263.9728
Sum 447131.5938
Skewness 3.9279
Kurtosis 15.7084
Coefficient of Variation 3.1111
  • direct_rad:W is not normally distributed (p-value 4.60790780995188e-25)
  • direct_rad:W has 4117 outliers

direct_rad_1h:J

numerical

Approximate Distinct Count 4829
Approximate Unique (%) 27.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 91583.4247
Minimum 0
Maximum 1.8973e+06
Zeros 12593
Zeros (%) 71.7%
Negatives 0
Negatives (%) 0.0%
  • direct_rad_1h:J is skewed right (γ1 = 3.9303998947143555)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 2711.8
95-th Percentile 640446.4219
Maximum 1.8973e+06
Range 1.8973e+06
IQR 2711.8

Descriptive Statistics

Mean 91583.4247
Standard Deviation 281297.2
Variance 7.9128e+10
Sum 1.6097e+09
Skewness 3.9304
Kurtosis 15.7445
Coefficient of Variation 3.0715
  • direct_rad_1h:J is not normally distributed (p-value 4.806723664087368e-25)
  • direct_rad_1h:J has 4200 outliers

effective_cloud_cover:p

numerical

Approximate Distinct Count 1001
Approximate Unique (%) 5.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 67.136
Minimum 0
Maximum 100
Zeros 1007
Zeros (%) 5.7%
Negatives 0
Negatives (%) 0.0%
  • effective_cloud_cover:p is skewed left (γ1 = -0.730400025844574)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 37.875
Median 84.6
Q3 99.9
95-th Percentile 100
Maximum 100
Range 100
IQR 62.025

Descriptive Statistics

Mean 67.136
Standard Deviation 36.96929
Variance 1366.7285
Sum 1.18e+06
Skewness -0.7304
Kurtosis -1.0255
Coefficient of Variation 0.5507
  • effective_cloud_cover:p is not normally distributed (p-value 1.2508545739228161e-23)

elevation:m

categorical

Approximate Distinct Count 1
Approximate Unique (%) 0.0%
Missing 0
Missing (%) 0.0%
Memory Size 1.2 MB

Length

Mean 4
Standard Deviation 0
Median 4
Minimum 4
Maximum 4

Sample

1st row 24.0
2nd row 24.0
3rd row 24.0
4th row 24.0
5th row 24.0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 52728
  • elevation:m has words of constant length

fresh_snow_12h:cm

numerical

Approximate Distinct Count 108
Approximate Unique (%) 0.6%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 0.6015
Minimum 0
Maximum 18
Zeros 13446
Zeros (%) 76.5%
Negatives 0
Negatives (%) 0.0%
  • fresh_snow_12h:cm is skewed right (γ1 = 4.272299766540527)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0
95-th Percentile 3.7
Maximum 18
Range 18
IQR 0

Descriptive Statistics

Mean 0.6015
Standard Deviation 1.669007
Variance 2.7856
Sum 10572
Skewness 4.2723
Kurtosis 24.8941
Coefficient of Variation 2.7747
  • fresh_snow_12h:cm is not normally distributed (p-value 5.386048335711365e-25)
  • fresh_snow_12h:cm has 4130 outliers

fresh_snow_1h:cm

numerical

Approximate Distinct Count 30
Approximate Unique (%) 0.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 0.04968
Minimum 0
Maximum 4.3
Zeros 16269
Zeros (%) 92.6%
Negatives 0
Negatives (%) 0.0%
  • fresh_snow_1h:cm is skewed right (γ1 = 7.849999904632568)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0
95-th Percentile 0.3
Maximum 4.3
Range 4.3
IQR 0

Descriptive Statistics

Mean 0.04968
Standard Deviation 0.2350144
Variance 0.05523
Sum 873.2
Skewness 7.85
Kurtosis 87.0855
Coefficient of Variation 4.7304
  • fresh_snow_1h:cm is not normally distributed (p-value 4.360394447844741e-25)
  • fresh_snow_1h:cm has 1307 outliers

fresh_snow_24h:cm

numerical

Approximate Distinct Count 164
Approximate Unique (%) 0.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 1.158
Minimum 0
Maximum 20.1
Zeros 11886
Zeros (%) 67.6%
Negatives 0
Negatives (%) 0.0%
  • fresh_snow_24h:cm is skewed right (γ1 = 3.118799924850464)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0.8
95-th Percentile 7.1
Maximum 20.1
Range 20.1
IQR 0.8

Descriptive Statistics

Mean 1.158
Standard Deviation 2.6251314
Variance 6.8913
Sum 20353.5
Skewness 3.1188
Kurtosis 11.1816
Coefficient of Variation 2.2669
  • fresh_snow_24h:cm is not normally distributed (p-value 6.174221266624191e-25)
  • fresh_snow_24h:cm has 2987 outliers

fresh_snow_3h:cm

numerical

Approximate Distinct Count 56
Approximate Unique (%) 0.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 0.1489
Minimum 0
Maximum 10.3
Zeros 15518
Zeros (%) 88.3%
Negatives 0
Negatives (%) 0.0%
  • fresh_snow_3h:cm is skewed right (γ1 = 6.511199951171875)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0
95-th Percentile 0.9
Maximum 10.3
Range 10.3
IQR 0

Descriptive Statistics

Mean 0.1489
Standard Deviation 0.58013785
Variance 0.3366
Sum 2617.8
Skewness 6.5112
Kurtosis 62.088
Coefficient of Variation 3.8951
  • fresh_snow_3h:cm is not normally distributed (p-value 4.476622792935123e-25)
  • fresh_snow_3h:cm has 2058 outliers

fresh_snow_6h:cm

numerical

Approximate Distinct Count 75
Approximate Unique (%) 0.4%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 0.2983
Minimum 0
Maximum 15.4
Zeros 14693
Zeros (%) 83.6%
Negatives 0
Negatives (%) 0.0%
  • fresh_snow_6h:cm is skewed right (γ1 = 5.5467000007629395)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0
95-th Percentile 2.2
Maximum 15.4
Range 15.4
IQR 0

Descriptive Statistics

Mean 0.2983
Standard Deviation 0.9939361
Variance 0.9879
Sum 5243.4995
Skewness 5.5467
Kurtosis 46.059
Coefficient of Variation 3.3316
  • fresh_snow_6h:cm is not normally distributed (p-value 4.719755303497761e-25)
  • fresh_snow_6h:cm has 2883 outliers

is_day:idx

categorical

Approximate Distinct Count 2
Approximate Unique (%) 0.0%
Missing 0
Missing (%) 0.0%
Memory Size 1.1 MB
  • The largest value (0.0) is over 1.86 times larger than the second largest value (1.0)

Length

Mean 3
Standard Deviation 0
Median 3
Minimum 3
Maximum 3

Sample

1st row 0.0
2nd row 0.0
3rd row 0.0
4th row 0.0
5th row 0.0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 35152
  • The top 2 categories (0.0, 1.0) take over 50.0%
  • The largest value (00) is over 1.86 times larger than the second largest value (10)
  • is_day:idx has words of constant length

is_in_shadow:idx

categorical

Approximate Distinct Count 2
Approximate Unique (%) 0.0%
Missing 0
Missing (%) 0.0%
Memory Size 1.1 MB
  • The largest value (1.0) is over 2.86 times larger than the second largest value (0.0)

Length

Mean 3
Standard Deviation 0
Median 3
Minimum 3
Maximum 3

Sample

1st row 1.0
2nd row 1.0
3rd row 1.0
4th row 1.0
5th row 1.0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 35152
  • The top 2 categories (1.0, 0.0) take over 50.0%
  • The largest value (10) is over 2.86 times larger than the second largest value (00)
  • is_in_shadow:idx has words of constant length

msl_pressure:hPa

numerical

Approximate Distinct Count 700
Approximate Unique (%) 4.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 1009.3957
Minimum 970.6
Maximum 1041.2
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • msl_pressure:hPa is skewed left (γ1 = -0.09920000284910202)

Quantile Statistics

Minimum 970.6
5-th Percentile 984.975
Q1 999.1
Median 1009.6
Q3 1019.4
95-th Percentile 1032.9
Maximum 1041.2
Range 70.6
IQR 20.3

Descriptive Statistics

Mean 1009.3957
Standard Deviation 14.345396
Variance 205.7904
Sum 1.7741e+07
Skewness -0.09917
Kurtosis -0.5134
Coefficient of Variation 0.01421
  • msl_pressure:hPa is not normally distributed (p-value 0.007140786901930416)

precip_5min:mm

numerical

Approximate Distinct Count 24
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 0.004569
Minimum 0
Maximum 0.35
Zeros 16717
Zeros (%) 95.1%
Negatives 0
Negatives (%) 0.0%
  • precip_5min:mm is skewed right (γ1 = 6.646500110626221)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0
95-th Percentile 0
Maximum 0.35
Range 0.35
IQR 0

Descriptive Statistics

Mean 0.004569
Standard Deviation 0.023048382
Variance 0.00053123
Sum 80.3
Skewness 6.6465
Kurtosis 55.8695
Coefficient of Variation 5.0448
  • precip_5min:mm is not normally distributed (p-value 4.287763407853022e-25)
  • precip_5min:mm has 859 outliers

precip_type_5min:idx

categorical

Approximate Distinct Count 4
Approximate Unique (%) 0.0%
Missing 0
Missing (%) 0.0%
Memory Size 1.1 MB
  • The largest value (0.0) is over 40.28 times larger than the second largest value (1.0)

Length

Mean 3
Standard Deviation 0
Median 3
Minimum 3
Maximum 3

Sample

1st row 0.0
2nd row 0.0
3rd row 0.0
4th row 0.0
5th row 0.0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 35152
  • The top 2 categories (0.0, 1.0) take over 50.0%
  • The largest value (00) is over 40.28 times larger than the second largest value (10)
  • precip_type_5min:idx has words of constant length

pressure_100m:hPa

numerical

Approximate Distinct Count 697
Approximate Unique (%) 4.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 993.6895
Minimum 955.7
Maximum 1025.6
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • pressure_100m:hPa is skewed left (γ1 = -0.0885000005364418)

Quantile Statistics

Minimum 955.7
5-th Percentile 969.6
Q1 983.5
Median 993.8
Q3 1003.6
95-th Percentile 1016.9
Maximum 1025.6
Range 69.9
IQR 20.1

Descriptive Statistics

Mean 993.6895
Standard Deviation 14.165541
Variance 200.6625
Sum 1.7465e+07
Skewness -0.08854
Kurtosis -0.5151
Coefficient of Variation 0.01426

pressure_50m:hPa

numerical

Approximate Distinct Count 698
Approximate Unique (%) 4.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 999.9357
Minimum 961.6
Maximum 1031.9
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • pressure_50m:hPa is skewed left (γ1 = -0.09369999915361404)

Quantile Statistics

Minimum 961.6
5-th Percentile 975.7
Q1 989.775
Median 1000.1
Q3 1009.9
95-th Percentile 1023.3
Maximum 1031.9
Range 70.3
IQR 20.125

Descriptive Statistics

Mean 999.9357
Standard Deviation 14.2387
Variance 202.7406
Sum 1.7575e+07
Skewness -0.09367
Kurtosis -0.5134
Coefficient of Variation 0.01424

prob_rime:p

numerical

Approximate Distinct Count 691
Approximate Unique (%) 3.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 3.5354
Minimum 0
Maximum 92.2
Zeros 14895
Zeros (%) 84.8%
Negatives 0
Negatives (%) 0.0%
  • prob_rime:p is skewed right (γ1 = 4.050899982452393)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0
95-th Percentile 27.4
Maximum 92.2
Range 92.2
IQR 0

Descriptive Statistics

Mean 3.5354
Standard Deviation 11.433092
Variance 130.7156
Sum 62137.8984
Skewness 4.0509
Kurtosis 17.9207
Coefficient of Variation 3.2339
  • prob_rime:p is not normally distributed (p-value 4.331069922467546e-25)
  • prob_rime:p has 2681 outliers

rain_water:kgm2

categorical

Approximate Distinct Count 5
Approximate Unique (%) 0.0%
Missing 0
Missing (%) 0.0%
Memory Size 1.1 MB
  • The largest value (0.0) is over 51.4 times larger than the second largest value (0.10000000149011612)

Length

Mean 3.3702
Standard Deviation 2.4043
Median 3
Minimum 3
Maximum 19

Sample

1st row 0.0
2nd row 0.0
3rd row 0.1000000014901161...
4th row 0.1000000014901161...
5th row 0.1000000014901161...

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 41658
  • The top 2 categories (0.0, 0.10000000149011612) take over 50.0%
  • The largest value (00) is over 51.4 times larger than the second largest value (010000000149011612)

relative_humidity_1000hPa:p

numerical

Approximate Distinct Count 766
Approximate Unique (%) 4.4%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 72.5769
Minimum 21.1
Maximum 100
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • relative_humidity_1000hPa:p is skewed left (γ1 = -0.5898000001907349)

Quantile Statistics

Minimum 21.1
5-th Percentile 47.2
Q1 62.6
Median 74.5
Q3 83.7
95-th Percentile 93
Maximum 100
Range 78.9
IQR 21.1

Descriptive Statistics

Mean 72.5769
Standard Deviation 14.394813
Variance 207.2106
Sum 1.2756e+06
Skewness -0.5898
Kurtosis 0.05505
Coefficient of Variation 0.1983
  • relative_humidity_1000hPa:p is not normally distributed (p-value 2.168859456902805e-07)
  • relative_humidity_1000hPa:p has 145 outliers

sfc_pressure:hPa

numerical

Approximate Distinct Count 703
Approximate Unique (%) 4.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 1006.2101
Minimum 967.6
Maximum 1038.4
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • sfc_pressure:hPa is skewed left (γ1 = -0.09870000183582306)

Quantile Statistics

Minimum 967.6
5-th Percentile 981.8
Q1 996
Median 1006.4
Q3 1016.3
95-th Percentile 1029.6
Maximum 1038.4
Range 70.8
IQR 20.3

Descriptive Statistics

Mean 1006.2101
Standard Deviation 14.312905
Variance 204.8593
Sum 1.7685e+07
Skewness -0.09868
Kurtosis -0.512
Coefficient of Variation 0.01422

snow_density:kgm3

categorical

Approximate Distinct Count 1
Approximate Unique (%) 0.0%
Missing 13898
Missing (%) 79.1%
Memory Size 251.4 KB

Length

Mean 5
Standard Deviation 0
Median 5
Minimum 5
Maximum 5

Sample

1st row 250.0
2nd row 250.0
3rd row 250.0
4th row 250.0
5th row 250.0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 14712
  • snow_density:kgm3 has words of constant length

snow_depth:cm

numerical

Approximate Distinct Count 100
Approximate Unique (%) 0.6%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 0.8123
Minimum 0
Maximum 10.1
Zeros 13898
Zeros (%) 79.1%
Negatives 0
Negatives (%) 0.0%
  • snow_depth:cm is skewed right (γ1 = 2.6308000087738037)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0
95-th Percentile 5.6
Maximum 10.1
Range 10.1
IQR 0

Descriptive Statistics

Mean 0.8123
Standard Deviation 1.9969075
Variance 3.9876
Sum 14277.1006
Skewness 2.6308
Kurtosis 6.1146
Coefficient of Variation 2.4583
  • snow_depth:cm is not normally distributed (p-value 4.4832048133913665e-25)
  • snow_depth:cm has 3678 outliers

snow_drift:idx

categorical

Approximate Distinct Count 1
Approximate Unique (%) 0.0%
Missing 0
Missing (%) 0.0%
Memory Size 1.1 MB

Length

Mean 3
Standard Deviation 0
Median 3
Minimum 3
Maximum 3

Sample

1st row 0.0
2nd row 0.0
3rd row 0.0
4th row 0.0
5th row 0.0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 35152
  • snow_drift:idx has words of constant length

snow_melt_10min:mm

numerical

Approximate Distinct Count 15
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 0.001245
Minimum 0
Maximum 0.14
Zeros 17079
Zeros (%) 97.2%
Negatives 0
Negatives (%) 0.0%
  • snow_melt_10min:mm is skewed right (γ1 = 9.587499618530273)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0
95-th Percentile 0
Maximum 0.14
Range 0.14
IQR 0

Descriptive Statistics

Mean 0.001245
Standard Deviation 0.009015987
Variance 8.1288e-05
Sum 21.89
Skewness 9.5875
Kurtosis 108.701
Coefficient of Variation 7.2391
  • snow_melt_10min:mm is not normally distributed (p-value 4.2480626984053105e-25)
  • snow_melt_10min:mm has 497 outliers

snow_water:kgm2

numerical

Approximate Distinct Count 25
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 0.07559
Minimum 0
Maximum 3
Zeros 12478
Zeros (%) 71.0%
Negatives 0
Negatives (%) 0.0%
  • snow_water:kgm2 is skewed right (γ1 = 4.56220006942749)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0.1
95-th Percentile 0.4
Maximum 3
Range 3
IQR 0.1

Descriptive Statistics

Mean 0.07559
Standard Deviation 0.18537326
Variance 0.03436
Sum 1328.5
Skewness 4.5622
Kurtosis 30.1379
Coefficient of Variation 2.4525
  • snow_water:kgm2 is not normally distributed (p-value 4.271501074911592e-24)
  • snow_water:kgm2 has 1696 outliers

sun_azimuth:d

numerical

Approximate Distinct Count 17145
Approximate Unique (%) 97.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 179.6743
Minimum 0.009
Maximum 359.987
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • sun_azimuth:d is skewed right (γ1 = 0.0007999999797903001)

Quantile Statistics

Minimum 0.009
5-th Percentile 21.5778
Q1 94.6728
Median 179.508
Q3 264.5612
95-th Percentile 337.844
Maximum 359.987
Range 359.978
IQR 169.8885

Descriptive Statistics

Mean 179.6743
Standard Deviation 100.13614
Variance 10027.2463
Sum 3.158e+06
Skewness 0.00081929
Kurtosis -1.1522
Coefficient of Variation 0.5573

sun_elevation:d

numerical

Approximate Distinct Count 15783
Approximate Unique (%) 89.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean -10.6906
Minimum -50.042
Maximum 41.234
Zeros 0
Zeros (%) 0.0%
Negatives 11434
Negatives (%) 65.0%
  • sun_elevation:d is skewed right (γ1 = 0.07900000363588333)

Quantile Statistics

Minimum -50.042
5-th Percentile -45.4345
Q1 -28.2203
Median -9.9195
Q3 4.516
95-th Percentile 26.4592
Maximum 41.234
Range 91.276
IQR 32.7362

Descriptive Statistics

Mean -10.6906
Standard Deviation 21.710524
Variance 471.3468
Sum -187897.2031
Skewness 0.07899
Kurtosis -0.7847
Coefficient of Variation -2.0308

super_cooled_liquid_water:kgm2

numerical

Approximate Distinct Count 10
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 0.03355
Minimum 0
Maximum 0.9
Zeros 14199
Zeros (%) 80.8%
Negatives 0
Negatives (%) 0.0%
  • super_cooled_liquid_water:kgm2 is skewed right (γ1 = 3.263000011444092)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0
95-th Percentile 0.2
Maximum 0.9
Range 0.9
IQR 0

Descriptive Statistics

Mean 0.03355
Standard Deviation 0.08381427
Variance 0.007025
Sum 589.6
Skewness 3.263
Kurtosis 12.8474
Coefficient of Variation 2.4985
  • super_cooled_liquid_water:kgm2 is not normally distributed (p-value 1.3090927022768662e-24)
  • super_cooled_liquid_water:kgm2 has 3377 outliers

t_1000hPa:K

numerical

Approximate Distinct Count 267
Approximate Unique (%) 1.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 274.7699
Minimum 259.5
Maximum 286.1
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • t_1000hPa:K is skewed left (γ1 = -0.22210000455379486)

Quantile Statistics

Minimum 259.5
5-th Percentile 266.8
Q1 271.9
Median 274.7
Q3 277.9
95-th Percentile 282.4
Maximum 286.1
Range 26.6
IQR 6

Descriptive Statistics

Mean 274.7699
Standard Deviation 4.6740966
Variance 21.8472
Sum 4.8294e+06
Skewness -0.2221
Kurtosis 0.01724
Coefficient of Variation 0.01701
  • t_1000hPa:K has 186 outliers

total_cloud_cover:p

numerical

Approximate Distinct Count 997
Approximate Unique (%) 5.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 72.6958
Minimum 0
Maximum 100
Zeros 995
Zeros (%) 5.7%
Negatives 0
Negatives (%) 0.0%
  • total_cloud_cover:p is skewed left (γ1 = -1.0098999738693237)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 46.375
Median 97.4
Q3 100
95-th Percentile 100
Maximum 100
Range 100
IQR 53.625

Descriptive Statistics

Mean 72.6958
Standard Deviation 37.26877
Variance 1388.9611
Sum 1.2777e+06
Skewness -1.0099
Kurtosis -0.652
Coefficient of Variation 0.5127
  • total_cloud_cover:p is not normally distributed (p-value 2.702752701172097e-24)

visibility:m

numerical

Approximate Distinct Count 17310
Approximate Unique (%) 98.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 34643.5576
Minimum 160.2
Maximum 76737.7969
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • visibility:m is skewed left (γ1 = -0.181099995970726)

Quantile Statistics

Minimum 160.2
5-th Percentile 5337.3751
Q1 20512.0249
Median 36348.6504
Q3 49470.3496
95-th Percentile 59751.0264
Maximum 76737.7969
Range 76577.5969
IQR 28958.3247

Descriptive Statistics

Mean 34643.5576
Standard Deviation 17485.355
Variance 3.0574e+08
Sum 6.089e+08
Skewness -0.1811
Kurtosis -1.0447
Coefficient of Variation 0.5047

wind_speed_10m:ms

numerical

Approximate Distinct Count 95
Approximate Unique (%) 0.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 2.9172
Minimum 0
Maximum 9.4
Zeros 2
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • wind_speed_10m:ms is skewed right (γ1 = 0.7591000199317932)

Quantile Statistics

Minimum 0
5-th Percentile 0.8
Q1 1.7
Median 2.6
Q3 3.9
95-th Percentile 6
Maximum 9.4
Range 9.4
IQR 2.2

Descriptive Statistics

Mean 2.9172
Standard Deviation 1.5896943
Variance 2.5271
Sum 51272.6992
Skewness 0.7591
Kurtosis 0.1187
Coefficient of Variation 0.5449
  • wind_speed_10m:ms has 162 outliers

wind_speed_u_10m:ms

numerical

Approximate Distinct Count 157
Approximate Unique (%) 0.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 0.1501
Minimum -6.4
Maximum 9.2
Zeros 487
Zeros (%) 2.8%
Negatives 8791
Negatives (%) 50.0%
  • wind_speed_u_10m:ms is skewed right (γ1 = 0.6169000267982483)

Quantile Statistics

Minimum -6.4
5-th Percentile -3.3
Q1 -1.5
Median -0.1
Q3 1.2
95-th Percentile 5
Maximum 9.2
Range 15.6
IQR 2.7

Descriptive Statistics

Mean 0.1501
Standard Deviation 2.487083
Variance 6.1856
Sum 2639.0005
Skewness 0.6169
Kurtosis 0.2395
Coefficient of Variation 16.5642
  • wind_speed_u_10m:ms is not normally distributed (p-value 0.005927392751820287)
  • wind_speed_u_10m:ms has 799 outliers

wind_speed_v_10m:ms

numerical

Approximate Distinct Count 128
Approximate Unique (%) 0.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 1.3204
Minimum -5
Maximum 7.7
Zeros 194
Zeros (%) 1.1%
Negatives 3503
Negatives (%) 19.9%
  • wind_speed_v_10m:ms is skewed left (γ1 = -0.06539999693632126)

Quantile Statistics

Minimum -5
5-th Percentile -1.725
Q1 0.3
Median 1.3
Q3 2.4
95-th Percentile 4.3
Maximum 7.7
Range 12.7
IQR 2.1

Descriptive Statistics

Mean 1.3204
Standard Deviation 1.7566715
Variance 3.0859
Sum 23207.3008
Skewness -0.06538
Kurtosis 0.3894
Coefficient of Variation 1.3304
  • wind_speed_v_10m:ms is not normally distributed (p-value 5.79497061150771e-05)
  • wind_speed_v_10m:ms has 370 outliers

wind_speed_w_1000hPa:ms

categorical

Approximate Distinct Count 4
Approximate Unique (%) 0.0%
Missing 0
Missing (%) 0.0%
Memory Size 1.2 MB
  • The largest value (-0.0) is over 3.25 times larger than the second largest value (0.0)

Length

Mean 3.9227
Standard Deviation 1.6428
Median 4
Minimum 3
Maximum 20

Sample

1st row -0.0
2nd row -0.0
3rd row -0.0
4th row -0.0
5th row -0.0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 13466
Decimal Number 37904
  • The top 2 categories (-0.0, 0.0) take over 50.0%
  • The largest value (00) is over 101.19 times larger than the second largest value (010000000149011612)

Interactions

Correlations

Missing Values